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10707-deep-learning

Numpy implementations (free of TensorFlow or PyTorch, hand-crafted back-propagation) of multilayer perceptron (MLP) with batch normalization, Contrastive Divergence & Restricted Boltzmann Machine (RBM), Autoencoder, Language Modeling with joint trained embedding. This repository reflects the theory and methodology of deep learning, http://www.cs.cmu.edu/~rsalakhu/10707/

11-775-large-scale-multimedia-analysis

Implementations on computer vision, audio and speech processing, multi-media files and streaming, multi-modal signal processing, video retrieval, semantics, and text generation.

11711-algorithm-for-nlp

Implementations of statistical learning techniques for natural language processing: language modeling, parsing, feature engineering and word alignment.

11731-hw1

11731-hw2

11731-text-normalization

11741

Assignments for Machine Learning for Text Analysis

2020_acl_diplomacy

Project of LING848, FALL 2020, Seminar in Computational Social Science.

a-pytorch-tutorial-to-image-captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

abtest

annotation-guideline

awesome

😎 Awesome lists about all kinds of interesting topics

bigdata-2016w

CS 489/698 Big Data Infrastructure (Winter 2016) at the University of Waterloo

chatty-goose

A Python framework for conversational search

configuration_ssh_etc

d3-cookbook

Source code for "Data Visualization with D3 Cookbook"

d3.js-animation-of-sha-1-brute-force-crack

Outcome Visualisation, Student Research Training Project, ZJU

d3py

a plottling library for python, based on D3

dataset

Multi30k Dataset

detached-anserini

discourse

A platform for community discussion. Free, open, simple.

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

dvqa

Partial implementation of the paper DVQA: Understanding Data Visualizations via Question Answering [CVPR 2018].

edm2016

Code for replicating results in our EDM2016 paper

electron-activesciencereader-mirror

figure-captioning-corpus-analysis

Corpus repository for the CHI-LBW'20 paper "A Formative Study on Designing Accurate and Natural Figure Captioning Systems".

hand-written-digit-classification

Coursework of COMP 3314 Machine Learning, HKU

haskell-practice

Coursework of COMP 3258 Functional Programming, HKU

hellolucene-1

Mavenized version of Kelvin Tan's example (http://www.lucenetutorial.com/lucene-in-5-minutes.html)

inst600-final-project